Optimal Data Driven Resource Allocation under Multi-Armed Bandit Observations

Apostolos N. Burnetas, Odysseas Kanavetas, Michael N. Katehakis

This paper introduces the first asymptotically optimal strategy for a multi armed bandit (MAB) model under side constraints. The side constraints model situations in which bandit a…